Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma

被引:3080
|
作者
Patel, Anoop P. [1 ,2 ,3 ,4 ,5 ]
Tirosh, Itay [4 ]
Trombetta, John J. [4 ]
Shalek, Alex K. [4 ]
Gillespie, Shawn M. [2 ,3 ,4 ,5 ]
Wakimoto, Hiroaki [1 ,2 ]
Cahill, Daniel P. [1 ,2 ]
Nahed, Brian V. [1 ,2 ]
Curry, William T. [1 ,2 ]
Martuza, Robert L. [1 ,2 ]
Louis, David N. [2 ,3 ]
Rozenblatt-Rosen, Orit [4 ]
Suva, Mario L. [2 ,3 ,4 ]
Regev, Aviv [4 ,5 ,6 ]
Bernstein, Bradley E. [2 ,3 ,4 ,5 ]
机构
[1] Massachusetts Gen Hosp, Dept Neurosurg, Boston, MA 02114 USA
[2] Harvard Univ, Sch Med, Boston, MA 02114 USA
[3] Massachusetts Gen Hosp, Dept Pathol, Boston, MA 02114 USA
[4] Broad Inst Harvard & Massachusetts Inst Techonol, Cambridge, MA 02142 USA
[5] Howard Hughes Med Inst Chevy Chase, Chevy Chase, MD 20815 USA
[6] MIT, Dept Biol, Cambridge, MA 02139 USA
关键词
STEM-LIKE CELLS; INTEGRATED GENOMIC ANALYSIS; TUMOR HETEROGENEITY; GROWTH; EXPRESSION; EVOLUTION; RECEPTOR; GENOTYPE; REVEALS; CANCER;
D O I
10.1126/science.1254257
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Human cancers are complex ecosystems composed of cells with distinct phenotypes, genotypes, and epigenetic states, but current models do not adequately reflect tumor composition in patients. We used single-cell RNA sequencing (RNA-seq) to profile 430 cells from five primary glioblastomas, which we found to be inherently variable in their expression of diverse transcriptional programs related to oncogenic signaling, proliferation, complement/immune response, and hypoxia. We also observed a continuum of stemness-related expression states that enabled us to identify putative regulators of stemness in vivo. Finally, we show that established glioblastoma subtype classifiers are variably expressed across individual cells within a tumor and demonstrate the potential prognostic implications of such intratumoral heterogeneity. Thus, we reveal previously unappreciated heterogeneity in diverse regulatory programs central to glioblastoma biology, prognosis, and therapy.
引用
收藏
页码:1396 / 1401
页数:6
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